{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "29186e02-c102-4b03-9846-d1fe7dccb764",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import osmnx as ox\n",
    "from matplotlib import pyplot as plt\n",
    "import pickle\n",
    "import numpy as np\n",
    "from collections import Counter\n",
    "from io import BytesIO\n",
    "import imageio\n",
    "import warnings\n",
    "import matplotlib.animation as animation\n",
    "\n",
    "warnings.filterwarnings(\"ignore\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "2e5c0636-b5d3-4bcf-ab84-dde9c13f1db2",
   "metadata": {},
   "outputs": [],
   "source": [
    "color_dict = {\n",
    "    99: '#FF0000',  # 红色\n",
    "    1: '#00FF00',  # 绿色\n",
    "    2: '#0000FF',  # 蓝色\n",
    "    3: '#FFA500',  # 橙色\n",
    "    4: '#800080'  # 紫色\n",
    "}\n",
    "type_dict = {1: \"WALK\",\n",
    "             2: \"VEHICLE\",\n",
    "             3: \"TRAIN\",\n",
    "             4: \"BICYCLE\",\n",
    "             99: \"STAY\"}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "a5be15d5-6089-47dc-ba26-54d35dd7add8",
   "metadata": {},
   "outputs": [],
   "source": [
    " def animate(i):\n",
    "    ax.plot(plot_array[:, 0][i], plot_array[:, 1][i], 'o', color='red')\n",
    "    return ax\n",
    "\n",
    "class plot_travel_chain_no_osm:\n",
    "    def __init__(self, travel_data,osm_graph):\n",
    "        self.travel_data = travel_data\n",
    "        self.osm_graph = osm_graph\n",
    "\n",
    "    def gene_plot_data(self):\n",
    "        cut_index = list(self.travel_data[(self.travel_data['transport'].diff() != 0)].index) + [len(self.travel_data)]\n",
    "        draw_data = []\n",
    "\n",
    "        for i in range(len(cut_index) - 1):\n",
    "            draw_data.append(self.travel_data.iloc[cut_index[i]:cut_index[i + 1], :])\n",
    "        return draw_data\n",
    "                    \n",
    "    \n",
    "    def plot_travel_chain_no_osm(self, max_lim, min_lim):\n",
    "        fig, ax = ox.plot_graph(self.osm_graph, figsize=(8, 8), bgcolor='#ffffff', node_color='black', node_size=1,\n",
    "                                node_alpha=None, node_edgecolor='none', node_zorder=1, edge_color='#999999',\n",
    "                                edge_linewidth=1, edge_alpha=None, show=False, dpi=300, bbox=None)\n",
    "        for temp_data in self.gene_plot_data():\n",
    "            temp_type = temp_data.iloc[0, -1]\n",
    "            temp_color = color_dict[temp_type]\n",
    "            type_name = type_dict[temp_type]\n",
    "            plot_array = temp_data[['longitude', 'latitude']].to_numpy()\n",
    "            if temp_type == 99:\n",
    "                ax.scatter(plot_array[:, 0], plot_array[:, 1], s=10, label=type_name, c=temp_color,\n",
    "                           edgecolor=temp_color, zorder=100)\n",
    "            else:\n",
    "                ax.plot(plot_array[:, 0], plot_array[:, 1], linewidth=3, label=type_name, c=temp_color, zorder=20)\n",
    "                \n",
    "                fig = animation.FuncAnimation(fig, animate, repeat=True,\n",
    "                                    frames=len(plot_array[:, 0]) - 1, interval=50)\n",
    "        handles, labels = ax.get_legend_handles_labels()\n",
    "        by_label = dict(zip(labels, handles))\n",
    "        ax.legend(by_label.values(), by_label.keys())\n",
    "        return fig, ax"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "fc9770bb-521d-4ee6-a877-6dcaf3873a54",
   "metadata": {},
   "outputs": [],
   "source": [
    "travel_data_path='./road_network_structure_embedding/data/cut_data/4193980/4193980.csv'\n",
    "column_names = ['id', 'time', 'longitude', 'latitude', 'transport']\n",
    "traj = pd.read_csv(travel_data_path,header=None, names=column_names)\n",
    "plot_graph = ox.graph_from_xml(\"./road_network_structure_embedding/data/cut_data/4193980/4193980.osm\")\n",
    "traj[\"time\"] = pd.to_datetime(traj[\"time\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "22f09c8c-8449-4cf8-aa3a-3cac61270e59",
   "metadata": {},
   "outputs": [],
   "source": [
    "traj.set_index('time', inplace=True)\n",
    "trip_data = traj[~traj.index.duplicated()]\n",
    "df_resampled = trip_data.resample('30S').ffill()\n",
    "df_resampled.reset_index(inplace=True)\n",
    "draw_data = df_resampled"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "26a530b9-c255-4290-9bd4-2cfdd3d927ca",
   "metadata": {},
   "outputs": [],
   "source": [
    "max_lim = draw_data.max(axis=0).iloc[2:4].to_numpy().astype(float) + 0.03\n",
    "min_lim = draw_data.min(axis=0).iloc[2:4].to_numpy().astype(float) - 0.03"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "c85a038c-ede3-40ca-b9a3-913a256455b0",
   "metadata": {},
   "outputs": [
    {
     "ename": "AttributeError",
     "evalue": "'FuncAnimation' object has no attribute 'canvas'",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
      "\u001b[0;32m/tmp/ipykernel_74787/1931272856.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      5\u001b[0m     \u001b[0mplot_module\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mplot_travel_chain_no_osm\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtemp_data\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mplot_graph\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      6\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 7\u001b[0;31m     \u001b[0mfig\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0max\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mplot_module\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mplot_travel_chain_no_osm\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmax_lim\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmin_lim\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      8\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      9\u001b[0m     \u001b[0mbuf\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mBytesIO\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/tmp/ipykernel_74787/4287920509.py\u001b[0m in \u001b[0;36mplot_travel_chain_no_osm\u001b[0;34m(self, max_lim, min_lim)\u001b[0m\n\u001b[1;32m     33\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     34\u001b[0m                fig = animation.FuncAnimation(fig, animate, repeat=True,\n\u001b[0;32m---> 35\u001b[0;31m                                    frames=len(plot_array[:, 0]) - 1, interval=50)\n\u001b[0m\u001b[1;32m     36\u001b[0m        \u001b[0mhandles\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlabels\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0max\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_legend_handles_labels\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     37\u001b[0m        \u001b[0mby_label\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdict\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mzip\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlabels\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mhandles\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/matplotlib/animation.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, fig, func, frames, init_func, fargs, save_count, cache_frame_data, **kwargs)\u001b[0m\n\u001b[1;32m   1632\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_save_seq\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1633\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1634\u001b[0;31m         \u001b[0msuper\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__init__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfig\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1635\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1636\u001b[0m         \u001b[0;31m# Need to reset the saved seq, since right now it will contain data\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/matplotlib/animation.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, fig, interval, repeat_delay, repeat, event_source, *args, **kwargs)\u001b[0m\n\u001b[1;32m   1393\u001b[0m         \u001b[0;31m# sharing timers between animation objects for syncing animations.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1394\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mevent_source\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1395\u001b[0;31m             \u001b[0mevent_source\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfig\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcanvas\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mnew_timer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minterval\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_interval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1396\u001b[0m         \u001b[0msuper\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__init__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfig\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mevent_source\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mevent_source\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1397\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mAttributeError\u001b[0m: 'FuncAnimation' object has no attribute 'canvas'"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Error in callback <function install_repl_displayhook.<locals>.post_execute at 0x7f1f584293b0> (for post_execute):\n"
     ]
    },
    {
     "ename": "NameError",
     "evalue": "name 'plot_array' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/matplotlib/pyplot.py\u001b[0m in \u001b[0;36mpost_execute\u001b[0;34m()\u001b[0m\n\u001b[1;32m    135\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mpost_execute\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    136\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mmatplotlib\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mis_interactive\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 137\u001b[0;31m             \u001b[0mdraw_all\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    138\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    139\u001b[0m     \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m  \u001b[0;31m# IPython >= 2\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/matplotlib/_pylab_helpers.py\u001b[0m in \u001b[0;36mdraw_all\u001b[0;34m(cls, force)\u001b[0m\n\u001b[1;32m    139\u001b[0m         \u001b[0;32mfor\u001b[0m \u001b[0mmanager\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mcls\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_all_fig_managers\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    140\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0mforce\u001b[0m \u001b[0;32mor\u001b[0m \u001b[0mmanager\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcanvas\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfigure\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstale\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 141\u001b[0;31m                 \u001b[0mmanager\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcanvas\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdraw_idle\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    142\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    143\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/matplotlib/backend_bases.py\u001b[0m in \u001b[0;36mdraw_idle\u001b[0;34m(self, *args, **kwargs)\u001b[0m\n\u001b[1;32m   2058\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_is_idle_drawing\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2059\u001b[0m             \u001b[0;32mwith\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_idle_draw_cntx\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2060\u001b[0;31m                 \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdraw\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   2061\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2062\u001b[0m     \u001b[0;34m@\u001b[0m\u001b[0mproperty\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/matplotlib/backends/backend_agg.py\u001b[0m in \u001b[0;36mdraw\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    434\u001b[0m              (self.toolbar._wait_cursor_for_draw_cm() if self.toolbar\n\u001b[1;32m    435\u001b[0m               else nullcontext()):\n\u001b[0;32m--> 436\u001b[0;31m             \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfigure\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdraw\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrenderer\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    437\u001b[0m             \u001b[0;31m# A GUI class may be need to update a window using this draw, so\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    438\u001b[0m             \u001b[0;31m# don't forget to call the superclass.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/matplotlib/artist.py\u001b[0m in \u001b[0;36mdraw_wrapper\u001b[0;34m(artist, renderer, *args, **kwargs)\u001b[0m\n\u001b[1;32m     72\u001b[0m     \u001b[0;34m@\u001b[0m\u001b[0mwraps\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdraw\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     73\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mdraw_wrapper\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0martist\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrenderer\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 74\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdraw\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0martist\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrenderer\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     75\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mrenderer\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_rasterizing\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     76\u001b[0m             \u001b[0mrenderer\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstop_rasterizing\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/matplotlib/artist.py\u001b[0m in \u001b[0;36mdraw_wrapper\u001b[0;34m(artist, renderer)\u001b[0m\n\u001b[1;32m     49\u001b[0m                 \u001b[0mrenderer\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstart_filter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     50\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 51\u001b[0;31m             \u001b[0;32mreturn\u001b[0m \u001b[0mdraw\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0martist\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrenderer\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     52\u001b[0m         \u001b[0;32mfinally\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     53\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0martist\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_agg_filter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/matplotlib/figure.py\u001b[0m in \u001b[0;36mdraw\u001b[0;34m(self, renderer)\u001b[0m\n\u001b[1;32m   2853\u001b[0m             \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstale\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mFalse\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2854\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2855\u001b[0;31m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcanvas\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdraw_event\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrenderer\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   2856\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2857\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mdraw_without_rendering\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/matplotlib/backend_bases.py\u001b[0m in \u001b[0;36mdraw_event\u001b[0;34m(self, renderer)\u001b[0m\n\u001b[1;32m   1777\u001b[0m         \u001b[0ms\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m'draw_event'\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1778\u001b[0m         \u001b[0mevent\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mDrawEvent\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0ms\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrenderer\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1779\u001b[0;31m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcallbacks\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mprocess\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0ms\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mevent\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1780\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1781\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mresize_event\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/matplotlib/cbook/__init__.py\u001b[0m in \u001b[0;36mprocess\u001b[0;34m(self, s, *args, **kwargs)\u001b[0m\n\u001b[1;32m    290\u001b[0m                 \u001b[0;32mexcept\u001b[0m \u001b[0mException\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mexc\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    291\u001b[0m                     \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mexception_handler\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 292\u001b[0;31m                         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mexception_handler\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mexc\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    293\u001b[0m                     \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    294\u001b[0m                         \u001b[0;32mraise\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/matplotlib/cbook/__init__.py\u001b[0m in \u001b[0;36m_exception_printer\u001b[0;34m(exc)\u001b[0m\n\u001b[1;32m     94\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0m_exception_printer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mexc\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     95\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0m_get_running_interactive_framework\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32min\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m\"headless\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 96\u001b[0;31m         \u001b[0;32mraise\u001b[0m \u001b[0mexc\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     97\u001b[0m     \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     98\u001b[0m         \u001b[0mtraceback\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mprint_exc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/matplotlib/cbook/__init__.py\u001b[0m in \u001b[0;36mprocess\u001b[0;34m(self, s, *args, **kwargs)\u001b[0m\n\u001b[1;32m    285\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0mfunc\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    286\u001b[0m                 \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 287\u001b[0;31m                     \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    288\u001b[0m                 \u001b[0;31m# this does not capture KeyboardInterrupt, SystemExit,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    289\u001b[0m                 \u001b[0;31m# and GeneratorExit\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/matplotlib/animation.py\u001b[0m in \u001b[0;36m_start\u001b[0;34m(self, *args)\u001b[0m\n\u001b[1;32m    905\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    906\u001b[0m         \u001b[0;31m# Now do any initial draw\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 907\u001b[0;31m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_init_draw\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    908\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    909\u001b[0m         \u001b[0;31m# Add our callback for stepping the animation and\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/matplotlib/animation.py\u001b[0m in \u001b[0;36m_init_draw\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m   1694\u001b[0m                 )\n\u001b[1;32m   1695\u001b[0m                 \u001b[0;32mreturn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1696\u001b[0;31m             \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_draw_frame\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mframe_data\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1697\u001b[0m         \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1698\u001b[0m             \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_drawn_artists\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_init_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/matplotlib/animation.py\u001b[0m in \u001b[0;36m_draw_frame\u001b[0;34m(self, framedata)\u001b[0m\n\u001b[1;32m   1716\u001b[0m         \u001b[0;31m# Call the func with framedata and args. If blitting is desired,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1717\u001b[0m         \u001b[0;31m# func needs to return a sequence of any artists that were modified.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1718\u001b[0;31m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_drawn_artists\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mframedata\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_args\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1719\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1720\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_blit\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/tmp/ipykernel_74787/4287920509.py\u001b[0m in \u001b[0;36manimate\u001b[0;34m(i)\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0manimate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mi\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m    \u001b[0max\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mplot\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mplot_array\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mi\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mplot_array\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mi\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'o'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcolor\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'red'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      3\u001b[0m    \u001b[0;32mreturn\u001b[0m \u001b[0max\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      4\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      5\u001b[0m \u001b[0;32mclass\u001b[0m \u001b[0mplot_travel_chain_no_osm\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mNameError\u001b[0m: name 'plot_array' is not defined"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 576x576 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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\n",
      "text/plain": [
       "<Figure size 576x576 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 576x576 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "images = []\n",
    "FRAME = 100\n",
    "for i in np.linspace(0, df_resampled.shape[0] - 2, 10).astype(int) + 1:\n",
    "    temp_data = draw_data.iloc[:i, :]\n",
    "    plot_module = plot_travel_chain_no_osm(temp_data,plot_graph)\n",
    "\n",
    "    fig, ax = plot_module.plot_travel_chain_no_osm(max_lim, min_lim)\n",
    "\n",
    "    buf = BytesIO()\n",
    "    fig.savefig(buf, format='png')\n",
    "    buf.seek(0)\n",
    "    images.append(imageio.imread(buf))\n",
    "imageio.mimsave('dongtai0.gif', images, duration=FRAME, loop=0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "97b7973e-2310-4814-892e-9f744d9e124d",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
